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Canadian Immigration Dashboard [ CID ]
Perspective API

Toxicity Scores & Embeddings

Search and explore comments with their Perspective API toxicity/prosocial scores alongside AI sentiment labels.

Communalytic | Toxicity & prosocial scores, embeddings, and clusters generated via Communalytic (Social Media Lab, Toronto Metropolitan University) using Google's Perspective API.
Toxicity Scored
55,769
9.3% of 596,542 total
Prosocial Scored
54,229
Embeddings
55,418
403 clusters
Avg Tox / Con
0.245 / 0.328

Summary Charts

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All 13 Dimensions

Score Distribution

Scored: 55,769
Unscored: 596,542 remaining
9.3% complete
{# Expects: explorer_rows, explorer_total, explorer_pages, current_page, page_range, filter_opts, f_q, f_polarity, f_tox_min, f_tox_max, f_sort, f_cluster, f_scope, explorer_reset_url #}

Comment Explorer

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Active: "USA - you are the …" 407 comments · Page 3 of 17
I am Indian, and I request that Canada and the USA deport Indians back to India. No country should feel as though it is being invaded or colonised by people who do not belong there.... …
I am Indian, and I request that Canada and the USA deport Indians back to India. No country should feel as though it is being invaded or colonised by people who do not belong there.... This is stupidity...I did my Masters in London for two years. I promised myself that I would make friends only with students from the UK, Europe, and other countries—except India, experience their culture and then return to India once my studies were finished. I did exactly that.
Identity Attack0.49855098
Insult0.5270482
Profanity0.25915453
Threat0.018364733
Severe Toxicity0.023076924
Moderate 0.52139956 Constructive 0.637 Insult
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
As a Indian born citizen of The USA. I love my country The United States of America. I support this content expose them Indians who are ungrateful and rape there country God bless The USA …
As a Indian born citizen of The USA. I love my country The United States of America. I support this content expose them Indians who are ungrateful and rape there country God bless The USA and Nothern Usa aka Canada.
Identity Attack0.56711763
Insult0.43450394
Profanity0.33453682
Threat0.44942492
Severe Toxicity0.3247677
Moderate 0.52007306 Constructive 0.505 Identity Attack Identity_Assertion
Jan 28, 2026 1 likes Inside Canada's Indian Invasion...
They come to Canada legally where they get free healthcare and welfare yet , want to go to the USA as someone undocumented. They're selfish and ungrateful. ʻ
They come to Canada legally where they get free healthcare and welfare yet , want to go to the USA as someone undocumented. They're selfish and ungrateful. ʻ
Identity Attack0.3043136
Insult0.5678696
Profanity0.05268429
Threat0.0079873605
Severe Toxicity0.018578632
Moderate 0.52007306 Moderate Con 0.371 Insult Moral_Argument
Jan 28, 2026 Inside Canada's Indian Invasion...
As an Indian , I confirm that Indian always add value in the society where we live . Indians give contribution very high in taxes , less crime , highly skilled and educated in USA …
As an Indian , I confirm that Indian always add value in the society where we live . Indians give contribution very high in taxes , less crime , highly skilled and educated in USA particularly. May be some khalistani demean us in the name of Indian , because they hate belong called Indian . The guy with cycle may be true . Might he has faced a khalistani minded bastard .
Identity Attack0.50515604
Insult0.5270482
Profanity0.4596479
Threat0.07016479
Severe Toxicity0.1465323
Moderate 0.5140397 Constructive 0.694 Identity Attack Insult Identity_Assertion
Feb 4, 2026 1 likes Inside Canada's Indian Invasion...
FIRST OF ALL WHO SAYS USA IS THE GGREATEST COUNTRY IN THE WORLD?. ITS ONE OF THE WORST COUNTRY TO LIVE IN. EVEN UR APPROACH TO MAKE THIS VIDEO IS ONLY TO GET VIRAL.
FIRST OF ALL WHO SAYS USA IS THE GGREATEST COUNTRY IN THE WORLD?. ITS ONE OF THE WORST COUNTRY TO LIVE IN. EVEN UR APPROACH TO MAKE THIS VIDEO IS ONLY TO GET VIRAL.
Identity Attack0.37012735
Insult0.3470427
Profanity0.21348765
Threat0.02682521
Severe Toxicity0.04397394
Moderate 0.5140397 Low Con 0.233 Meta_Commentary
Jan 27, 2026 Inside Canada's Indian Invasion...
Indians ??? Where´s the Feathers ?? Canadian Indians are real Indians , which come from India . So the American Indians are now Americans they come from USA . The rest , they´re only a …
Indians ??? Where´s the Feathers ?? Canadian Indians are real Indians , which come from India . So the American Indians are now Americans they come from USA . The rest , they´re only a MESS ! FUSA
Identity Attack0.5502601
Insult0.46327567
Profanity0.21132572
Threat0.016810767
Severe Toxicity0.07542343
Moderate 0.509388 Low Con 0.148 Identity Attack
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
What I don't understand, Tyler, is what your fascination and adamant nature is to keep the USA white. It's so sickening.
What I don't understand, Tyler, is what your fascination and adamant nature is to keep the USA white. It's so sickening.
Identity Attack0.48990932
Insult0.4986907
Profanity0.082581155
Threat0.008686432
Severe Toxicity0.021548226
Moderate 0.50789946 Moderate Con 0.363 Moral_Argument
Feb 24, 2026 Inside Canada's Indian Invasion...
They go to Canada and also here in the USA and shit post on yt about how great their india is while eating and drinking America's water, food. PS:Then stay in India and develop it! …
They go to Canada and also here in the USA and shit post on yt about how great their india is while eating and drinking America's water, food. PS:Then stay in India and develop it! Friends
Identity Attack0.41975367
Insult0.36798462
Profanity0.48510036
Threat0.013217449
Severe Toxicity0.051147457
Moderate 0.50789946 Moderate Con 0.321 Identity_Assertion
Feb 8, 2026 Inside Canada's Indian Invasion...
Please eradicate Islamic terrorist. Don't invite them into Canada. Conditions will be worse than UK( united Kingdom) This is why America put huge tarrif on Canada ( USA's greatest trading partner). Islamic terrorist in Canada …
Please eradicate Islamic terrorist. Don't invite them into Canada. Conditions will be worse than UK( united Kingdom) This is why America put huge tarrif on Canada ( USA's greatest trading partner). Islamic terrorist in Canada is a threat to America 😢😢😢😢. Stop Refugeecitizenship in Canada and other European Countries.😢😢.
Identity Attack0.57150364
Insult0.3470427
Profanity0.07255927
Threat0.34804323
Severe Toxicity0.030523606
Moderate 0.50789946 Moderate Con 0.412 Identity Attack Fear_Threat
Nov 24, 2025 IRCC Names India in Study …
Did none of the hypocrites here see through the hypocrisy of this video? That half naked man on the street complaining about people being naked in their house Landlords happy about growing rent All of …
Did none of the hypocrites here see through the hypocrisy of this video? That half naked man on the street complaining about people being naked in their house Landlords happy about growing rent All of these people pay taxes,almost everyone seen in the video works,and last I checked even blue collar workers pay taxes,from an uber eats driver to the nurse These people come here legally paying double and triple in fees,they're not illegal immigrants like many in USA The church was sold willingly for money and then the temple was built,all temples pay property taxes and were bought with money No one wants to talk about diploma mills willingly giving admissions to the students The people welcomed the youtuber with open arms,explained things,gave answers and a lot of food Some things need improvement I totally agree like Indians need to maintain cleanliness and integrate but overall what a piece of propaganda this video is,people in comments literally ignoring how welcoming the people were to this youtuber That guy is totally right,people don't really face racism irl Anyways I am glad people irl are not like people online,I love Canada and always will and I'm proud of how welcoming and open Canada is 🇨🇦❤️
Identity Attack0.24293575
Insult0.53014356
Profanity0.16496858
Threat0.013113883
Severe Toxicity0.023076924
Moderate 0.50759226 Constructive 0.817 Insult Policy_Critique
Sep 19, 2025 6 likes Inside Canada's Indian Metropolis (Brampton)
lmao imagine thinking that people living in Canada, immigrant or not, would want to go live in the fkng USA 🤣
lmao imagine thinking that people living in Canada, immigrant or not, would want to go live in the fkng USA 🤣
Identity Attack0.3908055
Insult0.36798462
Profanity0.48510036
Threat0.008712323
Severe Toxicity0.05025077
Moderate 0.4977744 Low Con 0.176 Humor_Satire
Feb 24, 2026 Inside Canada's Indian Invasion...
Canada = Rage against the Indians USA = Rage against the Mexicans UK = Rage against the Arabs Current Jew overlord PSYOP = Rage against the brownies
Canada = Rage against the Indians USA = Rage against the Mexicans UK = Rage against the Arabs Current Jew overlord PSYOP = Rage against the brownies
Identity Attack0.5680164
Insult0.35333878
Profanity0.19278693
Threat0.079364374
Severe Toxicity0.053837523
Moderate 0.4977744 Low Con 0.107 Identity Attack Unverified_Claim
Jan 27, 2026 Inside Canada's Indian Invasion...
Indian Hindus spread all over UK USA CANADA AUSTRALIA NEWZELAND buttering locals/Authorities, spreading rumours, creating false negatives about Muslims, while scamming and committing all financial frauds.
Indian Hindus spread all over UK USA CANADA AUSTRALIA NEWZELAND buttering locals/Authorities, spreading rumours, creating false negatives about Muslims, while scamming and committing all financial frauds.
Identity Attack0.55044734
Insult0.40243408
Profanity0.11354194
Threat0.04718852
Severe Toxicity0.027833538
Moderate 0.4850187 Low Con 0.291 Identity Attack Unverified_Claim
Feb 24, 2026 1 likes Inside Canada's Indian Invasion...
Indians are not dirty, and we don't eat poop, that guy who said all these horrible, nasty things shoes how much he hates Indians, it's true that this place has a huge indian community, but …
Indians are not dirty, and we don't eat poop, that guy who said all these horrible, nasty things shoes how much he hates Indians, it's true that this place has a huge indian community, but as long as they're harmless, they don't don't violate laws they must stay, look indian people contribute towards the economic growth of any country they reside in, ofcourse some indians lack civic sense, but that doesn't mean everyone is like that ??!! In America, Drugs has taken over, almost 30% people are homeless, burglary, theft is common, Cops will do nothing, Psychopaths are on the rise, Murder, break ins, killing by guns, accidents, are rising, Trump is weaponising ICE and killing USA citizens, putting kids in jail for no reason, complete chaos, no jobs are there, no buses, trains for easy commute, Relationships are broken, nobody is happy in all the western countries, divorce, cheating, and mind you, most indians are contributing towards the economic growth of USA, all the software engineers from India, now you're Deporting them as if your citizens are all geniuses, Indian community is not at all a problem, your mindset towards us, is the problem, this is racism, this is discrimination, America is supposed to be the origin and flag-bearer Of democracy, do something about that, other than Focusing on people who are residing peacefully with you guys, yes you have the law and order, enforce them on everyone, but don't blame them just because they're different, different in colour, religion, accent etc.
Identity Attack0.45348886
Insult0.4339631
Profanity0.36230123
Threat0.049451493
Severe Toxicity0.16960317
Moderate 0.4838166 Constructive 0.546 Moral_Argument
Jan 27, 2026 Inside Canada's Indian Invasion...
usa, canada, australia: open your eyes and kick the garbage out.
usa, canada, australia: open your eyes and kick the garbage out.
Identity Attack0.24801466
Insult0.4339631
Profanity0.114160895
Threat0.4738685
Severe Toxicity0.023076924
Moderate 0.48021027 Low Con 0.12 Call_To_Action
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
White people also invade Canada and the USA they aren't a native population there. go back to Europe 🗡️🗡️
White people also invade Canada and the USA they aren't a native population there. go back to Europe 🗡️🗡️
Identity Attack0.55044734
Insult0.3388922
Profanity0.13873272
Threat0.019746035
Severe Toxicity0.02439716
Moderate 0.47886392 Low Con 0.203 Identity Attack Identity_Assertion
Feb 7, 2026 3 likes Inside Canada's Indian Invasion...
The indian is paying more taxes than the native Canadians😂 the indians are more successful than the native canadians ao technically canada usa run by indians brains... So yeah all unemployed canadians hate Indians and …
The indian is paying more taxes than the native Canadians😂 the indians are more successful than the native canadians ao technically canada usa run by indians brains... So yeah all unemployed canadians hate Indians and racist just bcz indians are more rich then native canadians 😂😂😂...
Identity Attack0.55044734
Insult0.38406035
Profanity0.057443913
Threat0.009566744
Severe Toxicity0.023076924
Moderate 0.47886392 Low Con 0.235 Identity Attack Economic_Argument
Feb 6, 2026 1 likes Inside Canada's Indian Invasion...
shameful what the politicians have done to Canada and USA and Europe. If white people are so racist, why do they all come to white countries.
shameful what the politicians have done to Canada and USA and Europe. If white people are so racist, why do they all come to white countries.
Identity Attack0.55044734
Insult0.38852
Profanity0.06395709
Threat0.008893564
Severe Toxicity0.021031776
Moderate 0.47886392 Low Con 0.3 Identity Attack
Jan 27, 2026 Inside Canada's Indian Invasion...
It's ironic Indians praise India as the best country, and none of them wants to live there while living in the West. All Indians need to be deported out of Canada and USA.
It's ironic Indians praise India as the best country, and none of them wants to live there while living in the West. All Indians need to be deported out of Canada and USA.
Identity Attack0.55803186
Insult0.26957804
Profanity0.08225787
Threat0.12076248
Severe Toxicity0.023076924
Moderate 0.47119883 Moderate Con 0.316 Identity Attack
Jan 27, 2026 Inside Canada's Indian Invasion...
This is crazy. I am an Indian, and I fail to understand why so many Indians choose to live in other countries. For money? Don't they have any self respect or dignity? It us true …
This is crazy. I am an Indian, and I fail to understand why so many Indians choose to live in other countries. For money? Don't they have any self respect or dignity? It us true that Germans, Irish, Italians etc did migrate to USA en masse, but they did it out of desperation, to avoid famines. Indians must understand, western people despise the fact that so many Indians living in their countries. They don't like you. They why? Come back to your motherland, and serve the nation.
Identity Attack0.46028158
Insult0.41767508
Profanity0.1696208
Threat0.019055385
Severe Toxicity0.023076924
Moderate 0.46716887 Constructive 0.652
Sep 20, 2025 Inside Canada's Indian Metropolis (Brampton)
These mfers are all over the USA too. They are like roaches in a Costco
These mfers are all over the USA too. They are like roaches in a Costco
Identity Attack0.26155844
Insult0.48484445
Profanity0.25367188
Threat0.011094344
Severe Toxicity0.023076924
Moderate 0.4575469 Low Con 0.258 Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
Canada is ruined now. And our new Prime Minister will make it much worse quickly. He already has claimed Canada stands behind 2 states. One created to go to the palastinians. There is no such …
Canada is ruined now. And our new Prime Minister will make it much worse quickly. He already has claimed Canada stands behind 2 states. One created to go to the palastinians. There is no such thing as a palastinian. It is not a land nor a nationality. They are killer muslims raised to hate the jews. I will retire soon, wealthy. I'm moving to the usa because I believe Canada will get worse. I believe the people from India have destroyed Canada as they have destroyed India. I would live with Mexicans ANYDAY over them! We need a Trump clone to get rid of them all. All they have done is made us racist because of how they live and how they treat us. Marc C is not going to do anything but make it way worse.
Identity Attack0.5135796
Insult0.40243408
Profanity0.092279755
Threat0.13815513
Severe Toxicity0.023076924
Moderate 0.45751464 Moderate Con 0.469 Identity Attack Fear_Threat
Sep 29, 2025 Why Canadians Are Turning Against …
Gujaratis and Hindutva Nationalists have ruined Canada and USA collectively
Gujaratis and Hindutva Nationalists have ruined Canada and USA collectively
Identity Attack0.5135796
Insult0.36193377
Profanity0.15107171
Threat0.06939816
Severe Toxicity0.023411209
Moderate 0.45703048 Low Con 0.194 Identity Attack Identity_Assertion
Oct 2, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
Its 1.4 B B B a freaking Billion of them . 2024 U.S. population estimated ( surly underestimated) 340 million its INCLUDING all indians in it ) They can REPLACE and repopulate the ENTIRE USA …
Its 1.4 B B B a freaking Billion of them . 2024 U.S. population estimated ( surly underestimated) 340 million its INCLUDING all indians in it ) They can REPLACE and repopulate the ENTIRE USA and Canada , and there still will be pretty damn overpopulated and tight in India
Identity Attack0.3958119
Insult0.35161978
Profanity0.42185885
Threat0.01750142
Severe Toxicity0.02604016
Moderate 0.45396814 Low Con 0.255
Dec 20, 2025 Inside Canada's Indian Metropolis (Brampton)
I’m from the USA & I know someone that works for a world 🌎 know company that made their employees train these people to do their jobs that they could’ve taken USA college grads to …
I’m from the USA & I know someone that works for a world 🌎 know company that made their employees train these people to do their jobs that they could’ve taken USA college grads to do but the company trained them because they pay them less money 🤬disgusting 🤬
Identity Attack0.03919895
Insult0.47020787
Profanity0.14666493
Threat0.00780612
Severe Toxicity0.012574885
Moderate 0.4475325 Constructive 0.505 Economic_Argument
Feb 24, 2026 Inside Canada's Indian Invasion...

Perspective API Dimensions Reference

13 dimensions explained

Toxic (6)

Toxicity
— Rude, disrespectful, or unreasonable
Severe Toxicity
— Very hateful or aggressive
Identity Attack
— Targeting race, religion, gender, etc.
Insult
— Inflammatory or provocative language
Profanity
— Swear words or obscene language
Threat
— Intention to inflict pain or violence

Prosocial (7)

Affinity
— Agreement or shared understanding
Compassion
— Concern for others' wellbeing
Curiosity
— Desire to learn or understand more
Nuance
— Acknowledges complexity or multiple perspectives
Personal Story
— Shares personal experience
Reasoning
— Evidence-based or logical argumentation
Respect
— Politeness and consideration for others
Data sources: comment_perspective_scores, comment_embeddings, and view_comment_sentiment · Scores are probability values (0–1) from Google's Perspective API via Communalytic.